Introduction
Shot Data and Mapping
Shot Data using ballr package and the NBA API
Player Season Data
Shot Type Graph and Table

|
Season
|
In The Paint (Non-RA)
|
Mid-Range
|
Restricted Area
|
Three-pointers
|
total
|
|
2010-11
|
27501
|
55532
|
57131
|
38614
|
178778
|
|
2011-12
|
21924
|
44199
|
47847
|
32744
|
146714
|
|
2012-13
|
26357
|
51477
|
59884
|
44001
|
181719
|
|
2013-14
|
28081
|
50758
|
61032
|
48829
|
188700
|
|
2014-15
|
27474
|
49125
|
60092
|
49804
|
186495
|
|
2015-16
|
27728
|
46497
|
62582
|
53458
|
190265
|
|
2016-17
|
27263
|
42295
|
61379
|
59626
|
190563
|
|
2017-18
|
29753
|
36098
|
60531
|
63451
|
189833
|
|
2018-19
|
31933
|
30331
|
66512
|
71861
|
200637
|
|
2019-20
|
27499
|
22795
|
55777
|
65162
|
171233
|
|
2020-21
|
27836
|
20151
|
47289
|
61198
|
156474
|